Use Alt+Shift+Delete to delete a single auto-complete item in Chrome
--Start to type until auto-complete item shows
--Move your mouse cursor over the entry you want to delete
--Press Alt+Shift+Delete
--Start to type until auto-complete item shows
--Move your mouse cursor over the entry you want to delete
--Press Alt+Shift+Delete